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Summary: Adds a note explaining the difference between several often conflated mechanisms in the autograd note Also adds a link to this note from the docs in `grad_mode` and `nn.module`. Pull Request resolved: https://github.com/pytorch/pytorch/pull/58513 Reviewed By: gchanan Differential Revision: D28651129 Pulled By: soulitzer fbshipit-source-id: af9eb1749b641fc1b632815634eea36bf7979156